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Franz Engel

Junior Full-Stack & ML Engineer specializing in research tooling and applied machine learning

San Diego, CAPython Open Source Contribution, for MyPy1 years experienceJuniorTechnologyEducationMachine Learning
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About

Full-stack engineer and ML assistant in UC Irvine’s CS department who deployed a lab project showcase platform and integrated on-demand execution of computational projects using Docker for isolation. Also built and optimized Linux cloud/cluster test automation for research, diagnosing RAM and network sync bottlenecks, and later led development of a Python-based predictive analytics tool for musicians using probabilistic graphical models and flexible data pipelines.

Experience

Python Open Source Contribution, for MyPyMyPy
Full-Stack Software Engineer @ CS Department, UC IrvineUC Irvine CS Department
Lead Developer, UC Irvine Musical Chord Prediction AIUniversity of California, Irvine
ML Research Assistant @ CS Department, UC IrvineUC Irvine CS Department
Analytics Developer, UC Irvine ML HealthcareUC Irvine ML Healthcare
Information Retrieval Developer, UC Irvine Collaborative ProjectUC Irvine Collaborative Project

Education

University of California, Irvinebachelor, Computer Science (2025)

Key Strengths

  • Deploying research/web platforms with Docker-based isolation for safe execution
  • Designing workflows for large user-submitted files and complex frontend state before backend computation
  • Optimizing computational pipelines to fit within RAM constraints on cloud machines
  • Diagnosing cluster performance bottlenecks using Linux networking tools (identifying sync/bandwidth delays vs compute)
  • Building Python data pipelines and training/evaluating probabilistic graphical models for a musician-focused analytics tool
  • Collaborating with stakeholders to elicit requirements and iterate designs in Figma with weekly feedback cycles

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Languages

English

Skills

AgileAngularAPI TestingAWSBackend DevelopmentBullMQCC++Code ReviewConsole Application DevelopmentData IngestionData PreprocessingData ValidationDatabasingDevOps